odc.stac ########

|Documentation Status| |Test Status| |Test Coverage| |Binder| |Discord|

Load STAC items into xarray Datasets. Process locally or distribute data loading and computation with Dask_.

Usage

odc.stac.load

.. code-block:: python

   catalog = pystac_client.Client.open(...)
   query = catalog.search(...)
   xx = odc.stac.load(
       query.items(),
       bands=["red", "green", "blue"],
   )
   xx.red.plot.imshow(col="time")

For more details see `Documentation`_ and `Sample Notebooks`_, or try it out on Binder_.

Installation
############

Using pip

.. code-block:: bash

pip install odc-stac

To install with botocore support (for working with AWS):

.. code-block:: bash

pip install 'odc-stac[botocore]'

Using Conda

This package is be available on ``conda-forge`` channel:

.. code-block:: bash

   conda install -c conda-forge odc-stac

From unreleased source

To use development version of odc-stac install dependencies from conda, then install odc-stac with pip.

Sample environment.yml is provided below.

.. code-block:: yaml

channels:

• conda-forge dependencies:
• odc-geo
• xarray
• numpy
• dask
• pandas
• affine
• rasterio
• toolz
• pystac
• pystac-client
• pip
• pip:
  • "git+https://github.com/opendatacube/odc-stac/"

Developing ##########

To develop odc-stac locally using pip (assuming you have virtualenvwrapper_ installed):

.. code-block:: bash

git clone https://github.com/opendatacube/odc-stac cd odc-stac mkvirtualenv odc-stac pip install -e . pip install -r requirements-dev.txt

Run tests with pytest_:

.. code-block:: bash

pytest

Linting is provided by mypy, pylint, and black_:

.. code-block:: bash

black --check . pylint -v odc mypy odc

.. |Documentation Status| image:: https://readthedocs.org/projects/odc-stac/badge/?version=latest :target: https://odc-stac.readthedocs.io/en/latest/?badge=latest :alt: Documentation Status

.. |Test Status| image:: https://github.com/opendatacube/odc-stac/actions/workflows/main.yml/badge.svg :target: https://github.com/opendatacube/odc-stac/actions/workflows/main.yml :alt: Test Status

.. |Test Coverage| image:: https://codecov.io/gh/opendatacube/odc-stac/branch/develop/graph/badge.svg?token=HQ8nTuZHH5 :target: https://codecov.io/gh/opendatacube/odc-stac :alt: Test Coverage

.. |Binder| image:: https://mybinder.org/badge_logo.svg :target: https://mybinder.org/v2/gh/opendatacube/odc-stac/develop?urlpath=lab/workspaces/demo :alt: Run Examples in Binder

.. |Discord| image:: https://img.shields.io/discord/1212501566326571070?label=Discord&logo=discord&logoColor=white&color=7289DA :target: https://discord.gg/4hhBQVas5U :alt: Join Discord for support

.. _Binder: https://mybinder.org/v2/gh/opendatacube/odc-stac/develop?urlpath=lab/workspaces/demo

.. _virtualenvwrapper: https://virtualenvwrapper.readthedocs.io

.. _pytest: https://docs.pytest.org

.. _mypy: http://mypy-lang.org/

.. _pylint: https://pylint.org/

.. _black: https://github.com/psf/black

.. _Documentation: https://odc-stac.readthedocs.io/

.. _Sample Notebooks: https://odc-stac.readthedocs.io/en/latest/examples.html

.. _Dask: https://dask.org/